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Knowledge library

Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
TqSdk
86 documents
Quantpedia
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Binance API docs
45 documents
Quantopian lectures
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

5,922 documents

OKX Learn

The article surveys HyperLiquid’s trading infrastructure and ecosystem, describing its Layer 1 chain, HyperCore, as supporting an on-chain central limit order book and sub-second transaction finality. It also introduces USDH as a stablecoin intended to…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The document explains builder codes as identifiers embedded in trading apps that attribute user activity to developers, who then receive a share of platform revenue. It presents the mechanism as an incentive linking app distribution, trading volume, and…

CryptoPerpetual futuresSpot marketsDeFi
OKX Learn

The article surveys blockchain themes presented at Token2049, including decentralized physical infrastructure networks (DePIN), AI and blockchain integration, real-world asset tokenization, cross-chain interoperability, privacy, and decentralized governance.…

CryptoDeFiMachine learningOn-chain data
OKX Learn

The article compares USDT and USDC as dollar-pegged, fiat-backed stablecoins used for trading, payments, and storing value. It characterizes USDT as the more widely traded option, citing a market capitalization of about $143.99 billion and daily volume above…

CryptoDeFiRisk management
OKX Learn

The article outlines Uniswap’s revenue model and considers how a proposed fee switch could direct some transaction fees to UNI holders and delegators. It presents possible benefits, including added token utility and incentives to participate in governance,…

CryptoDeFiRisk management
OKX Learn

The document outlines Polygon 2.0’s transition from MATIC to POL and describes the intended multichain ecosystem, including zero-knowledge rollups. It presents POL as a token for staking, governance, and transaction fees, and frames Polygon’s scaling and…

CryptoDeFiTechnical indicatorsOn-chain data
OKX Learn

The announcement describes two wallet and trading features built around USDC. First, OKX Wallet Smart Account users could make USDC transactions without paying network fees during a limited campaign. The wallet’s account abstraction design is presented as a…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article considers whether a proposed tariff-funded dividend could add liquidity to crypto markets and compares that possibility with the COVID-era stimulus period. It notes that the proposal might instead take the form of tax reductions, which could…

CryptoSentimentEvent-drivenDeFi
OKX Learn

The guide describes Synthetix as a decentralized protocol for issuing and trading Synths, on-chain assets designed to track prices of cryptocurrencies, currencies, equities, and commodities. It explains that SNX stakers provide collateral to support Synth…

CryptoDeFiDerivatives pricingRisk management
OKX Learn

The article outlines risks and design choices in crypto presales, including smart-contract structure, token allocation, whale concentration, liquidity, governance, audits, and regulatory compliance. It argues that transparent tokenomics and carefully staged…

CryptoRisk managementPosition sizingOn-chain data
OKX Learn

The article explains blockchain finality as confidence that a transaction or network state will not be reversed. It distinguishes probabilistic finality, where additional blocks reduce reversal risk, from economic finality based on penalties to staked…

CryptoDeFiRisk managementMarket microstructure
OKX Learn

The article surveys ways blockchain identity tools could help establish trust in AI-driven settings. It describes decentralized identifiers and verifiable credentials for checking people’s skills and work history, with zero-knowledge proofs as a way to…

CryptoDeFiMachine learningRisk management
OKX Learn

The document pairs an account of PING token market activity with an overview of x402, a protocol that uses the HTTP 402 payment status concept to support on-chain payments and automated transactions involving AI agents. It characterizes PING as a volatile,…

CryptoDeFiVolatilitySentiment
OKX Learn

The document describes Katana as an Ethereum-based Layer 2 focused on decentralized finance and presents two liquidity mechanisms. VaultBridge is described as pooling Ethereum assets to seek yield, while chain-owned liquidity directs sequencer fees into…

CryptoDeFiFuturesRisk management
OKX Learn

The document describes PNKSTR, or PunkStrategy, as a tokenomics experiment that connects token transaction fees with Cryptopunk NFT trading. It says a portion of fees is used to acquire NFTs, which are then resold, with proceeds directed toward buying back…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document describes BitMine’s plan to build a large Ethereum treasury, with a stated target of 5% of circulating supply. It reports that the company held more than 3.5 million ETH, or about 3% of supply, and frames the accumulation as a long-term bet on…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The document outlines a proposed collaboration between Voidify and Tornado Cash to bring privacy features to Solana. It describes Proposal 64 as a governance initiative and introduces Void Storm as the intended privacy ecosystem. Zero-knowledge proofs are…

CryptoDeFiOn-chain data
OKX Learn

The document explains why USDC issuance on Solana may matter for stablecoin use and decentralized finance. It argues that fast, low-cost transactions can support stablecoin transfers, trading, lending, and borrowing, while additional USDC can provide a…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The document outlines Pi Network’s progression from mobile mining and a permissioned testnet to an open mainnet in February 2025. It describes external connectivity, wallet transfers, node participation, decentralized applications, and wallet activation for…

CryptoOn-chain dataSpot marketsDeFi
OKX Learn

The document presents TRON as a blockchain ecosystem spanning decentralized applications, DeFi, NFTs, storage, and AI-related initiatives. It highlights the JUST ecosystem’s staking and governance services, APENFT’s use of TRON and Ethereum, and the…

CryptoDeFiOn-chain dataMulti-asset
OKX Learn

This article describes Monad’s mainnet launch, emphasizing its EVM compatibility and parallel transaction execution, as well as its integrations with decentralized exchanges including Uniswap and Curve. It recounts challenges around the airdrop, including…

CryptoDeFiExecutionMarket microstructure
OKX Learn

This article describes Monad’s mainnet launch, emphasizing its EVM compatibility and parallel transaction execution, as well as its integrations with decentralized exchanges including Uniswap and Curve. It recounts challenges around the airdrop, including…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document describes how large trades may move XPL prices in thin pre-market conditions. It argues that limited liquidity and a lack of external price anchors can make the token vulnerable to abrupt price swings. Large orders may trigger liquidations of…

CryptoMarket microstructureVolatilityRisk management
OKX Learn

The article attributes a bullish outlook for decentralized finance to protocol innovation, wider adoption, institutional experiments, and community engagement. It uses Mutuum Finance as an example, describing a proposed peer-to-peer and peer-to-contract…

CryptoDeFiOn-chain dataSentiment